The LearnPath Journal
Research-backed essays on AI tooling, security, the ecosystem, and learning that sticks. No filler, no fabricated trends — every claim checked, every source linked.
Agent equals model plus harness. Once you see the architecture behind Claude Code, Codex, Cursor and Copilot, the hype flattens into three form factors, one skill shift, and a short list of fundamentals that got more valuable, not less.
Prompt injection is still #1 on the OWASP LLM Top 10, and the agentic era added ten new failure modes. Here is the junior-developer-sized version: what the real risks are, and the seven defenses you can apply this week.
Four major indexes disagree about the most popular language — and they are all measuring something real. What Octoverse, Stack Overflow, TIOBE and RedMonk each count, and how to actually choose your next language.
AI tutors are real and they are free. So is the illusion of competence they can create. A working method for learning with AI — typed by you, run by you, debugged by you — and the four uses of AI that actually teach.
■ AI & tooling
■ Security
■ Ecosystem
■ Learning